{"id":"W2059659495","doi":"10.1016/j.rapm.2008.02.007","title":"Practice Patterns Related to Block Selection, Nerve Localization and Risk Disclosure: A Survey of the American Society of Regional Anesthesia and Pain Medicine","year":2008,"lang":"en","type":"article","venue":"Regional Anesthesia & Pain Medicine","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Anesthesia; Nerve block; Paralysis; Regional anesthesia; Pain medicine; Surgery; Anesthesiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002103315,0.0001052297,0.0001825989,0.001115247,0.0003571596,0.0004763447,0.0003421406,0.0005335191,0.001310277],"category_scores_gemma":[0.007455653,0.0001934159,0.0002220115,0.001338508,0.0003834694,0.0007929829,0.0005799488,0.0003920182,0.0002451202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005014369,"about_ca_system_score_gemma":0.0008101928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006535599,"about_ca_topic_score_gemma":0.007587127,"domain_scores_codex":[0.9977895,0.0008000861,0.0003776504,0.0002430092,0.0005763518,0.0002133485],"domain_scores_gemma":[0.9874302,0.002635768,0.007151981,0.0002427735,0.001277529,0.001261762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000224922,0.00003989102,0.9946386,0.0000323346,0.00001606876,0.00003622703,0.001115652,0.00003016093,0.0001442321,0.00001868851,0.0004085532,0.003496991],"study_design_scores_gemma":[0.000003103406,0.0001082146,0.9956928,0.00004083556,0.000006776432,0.0002852939,0.002888054,0.0001796196,0.00004547367,0.00001197201,0.000732061,0.00000570979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981102,0.0004194808,0.00008428704,0.00048029,0.000007359808,0.00001446088,0.0002190399,0.000003701372,0.0006612395],"genre_scores_gemma":[0.9989403,0.0004671268,0.0001329506,0.0001727601,0.00001307417,0.00001986325,0.0001367579,0.000002055361,0.0001150437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006535599,"threshold_uncertainty_score":0.01299512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430166016701024,"score_gpt":0.269293757807203,"score_spread":0.2449920976401928,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}